{"id":"W3035514942","doi":"","title":"INTERNATIONAL, MATCHED-COHORT CHECKERBOARD STUDY OF QUALITY OF LIFE AND DISEASE BURDEN IN KIDNEY TRANSPLANT (TX) PATIENTS WITH ANTIBODY-MEDIATED REJECTION (AMR)","year":2019,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Cohort; Kidney transplantation; Quality of life (healthcare); Internal medicine; Kidney disease; Cohort study; Checkerboard; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004482938,0.00009640108,0.0003322592,0.0002436933,0.00003520458,0.000004355241,0.0001471858,0.00003776739,0.0000663031],"category_scores_gemma":[0.00006888976,0.00007080784,0.0000504111,0.0002361017,0.0001471609,0.0001481538,0.00004105846,0.0001553014,0.000007066976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005704664,"about_ca_system_score_gemma":0.0001087705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003214631,"about_ca_topic_score_gemma":0.000009346883,"domain_scores_codex":[0.9983945,0.0002075153,0.0002479087,0.0002240208,0.0007855411,0.0001404559],"domain_scores_gemma":[0.9989848,0.0001653618,0.0001294963,0.0002592395,0.0002715992,0.0001895396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005996182,0.001088629,0.9721112,0.0007288308,0.0003148092,0.0000239427,0.01874487,0.00002296804,0.000873065,0.0000127721,0.00000563059,0.000077106],"study_design_scores_gemma":[0.008500093,0.0006328132,0.9793277,0.0006309195,0.00007654813,5.323253e-7,0.0105718,0.00007164934,0.00009606191,0.000009189303,0.00002371673,0.00005891844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983183,0.00001755088,0.00002815095,0.0004382461,0.00002438307,0.001037674,0.00005415049,0.000006752831,0.00007484198],"genre_scores_gemma":[0.9994021,0.0003343963,0.00006317923,0.00001410481,0.000006764882,0.000001854927,0.0001354713,0.000008344148,0.00003376714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00817307,"threshold_uncertainty_score":0.288746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0446783935185984,"score_gpt":0.3189385212794963,"score_spread":0.2742601277608979,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}